##### WITH NEW RULES AND SCORES #####

# SUMMARY for threshold 5.0:
# Correctly non-spam: 235371  25.302%  (99.003% of non-spam corpus)
# Correctly spam:     638161  68.602%  (92.153% of spam corpus)
# False positives:      2370  0.255%  (0.997% of nonspam, 454333 weighted)
# False negatives:     54338  5.841%  (7.847% of spam, 138275 weighted)
# Average score for spam:  13.0    nonspam: -2.4
# Average for false-pos:   6.6  false-neg: 2.5
# TOTAL:              930240  100.00%

Reading scores from "tmprules"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29412  98.93%
# Correctly spam:      79740  92.33%
# False positives:       317  1.07%
# False negatives:      6621  7.67%
# TCR(l=50): 3.843220  SpamRecall: 92.333%  SpamPrec: 99.604%

##### WITHOUT NEW RULES AND SCORES #####
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam: 236424  99.45%
# Correctly spam:     417358  60.27%
# False positives:      1317  0.55%
# False negatives:    275141  39.73%
# TCR(l=50): 2.030842  SpamRecall: 60.268%  SpamPrec: 99.685%
Reading scores from "../rules-base"...
Reading per-message hit stat logs and scores...

# SUMMARY for threshold 5.0:
# Correctly non-spam:  29566  99.45%
# Correctly spam:      51958  60.16%
# False positives:       163  0.55%
# False negatives:     34403  39.84%
# TCR(l=50): 2.029493  SpamRecall: 60.164%  SpamPrec: 99.687%